Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
A Learning Theoretic Perspective on Local Explainability

Nov 02, 2020
Jeffrey Li, Vaishnavh Nagarajan, Gregory Plumb, Ameet Talwalkar


  Access Paper or Ask Questions

Explaining Groups of Points in Low-Dimensional Representations

Mar 18, 2020
Gregory Plumb, Jonathan Terhorst, Sriram Sankararaman, Ameet Talwalkar


  Access Paper or Ask Questions

Regularizing Black-box Models for Improved Interpretability (HILL 2019 Version)

May 31, 2019
Gregory Plumb, Maruan Al-Shedivat, Eric Xing, Ameet Talwalkar

* presented at 2019 ICML Workshop on Human in the Loop Learning (HILL 2019), Long Beach, USA. arXiv admin note: substantial text overlap with arXiv:1902.06787 

  Access Paper or Ask Questions

Regularizing Black-box Models for Improved Interpretability

Feb 18, 2019
Gregory Plumb, Maruan Al-Shedivat, Eric Xing, Ameet Talwalkar


  Access Paper or Ask Questions

Model Agnostic Supervised Local Explanations

Oct 27, 2018
Gregory Plumb, Denali Molitor, Ameet Talwalkar


  Access Paper or Ask Questions